I am currently working with the School of Instrument Science and Opto-electronics Engineering, Hefei University of Technology, Hefei, China.

In 2025, I received the Ph.D. degree in Mathematics, advised by Prof. Ting-Zhu Huang (黄廷祝 教授), from the School of Mathematical Sciences, University of Electronic Science and Technology of China (UESTC), Chengdu, China.

From Sep. 2023 to Sep. 2024, I worked with Prof. Gemine Vivone, sponsored by the China Scholarship Council, at the Institute of Methodologies for Environmental Analysis (IMAA), National Research Council (CNR), Italy.

My research interest includes high-dimensional image processing, image fusion, trustworthy machine learning, tensor modeling and computing.

E-mail: wuzhch97@163.com; zhongcheng.wu@hfut.edu.cn   Google Scholar  中文主页

News

• 2025.07:  One paper is accepted by Journal of Scientific Computing.

Publications

Note: * indicates the corresponding author.

2025

• Xiao Wu, Ting-Zhu Huang, Zhong-Cheng Wu, Liang-Jian Deng, “A Robust Tensor Wheel Decomposition-Based Regularization Method for Tensor Completion Problem”, Journal of Scientific Computing, 2025.

• Jin-Liang Xiao, Ting-Zhu Huang, Zhong-Cheng Wu, Liang-Jian Deng, “A Novel Nonconvex Rank Approximation with Application to the Matrix Completion”, East Asian Journal on Applied Mathematics, 2025.

2024

• Zhong-Cheng Wu, Ya-Jun Li, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone, “CroDoSR: Tensor Cross-Domain Rank for Hyperspectral Image Super-Resolution”, IEEE Transactions on Geoscience and Remote Sensing, 2024.

• Zhong-Cheng Wu, Gemine Vivone*, Ting-Zhu Huang*, Liang-Jian Deng, “Pansharpening via Semi-Framelet-Guided Sparse Reconstruction”, Information Fusion, 2024. [Code]

2023

• Hong-Xia Dou, Zhong-Cheng Wu*, Yu-Wei Zhuo, Liang-Jian Deng, Gemine Vivone, “Dynamical Fusion Model with Joint Variational and Deep Priors for Hyperspectral Image Super-resolution”, IEEE Geoscience and Remote Sensing Letters, 2023.

• Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone, “A Framelet Sparse Reconstruction Method for Pansharpening with Guaranteed Convergence”, Inverse Problems and Imaging, 2023. [PDF] [Code]

• Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Jie Huang, Jocelyn Chanussot, Gemine Vivone, “LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening”, IEEE Transactions on Image Processing, 2023. [PDF] [Code] (ESI Highly Cited Paper)

• Jin-Liang Xiao, Ting-Zhu Huang*, Liang-Jian Deng*, Zhong-Cheng Wu, Xiao Wu, Gemine Vivone, “Variational Pansharpening Based on Coefficient Estimation with Nonlocal Regression”, IEEE Transactions on Geoscience and Remote Sensing, 2023. [Code]

• Rui Wen, Liang-Jian Deng*, Zhong-Cheng Wu, Xiao Wu, Gemine Vivone, “A Novel Spatial Fidelity with Learnable Nonlinear Mapping for Panchromatic Sharpening”, IEEE Transactions on Geoscience and Remote Sensing, 2023. [PDF] [Code]

2022

• Jin-Liang Xiao, Ting-Zhu Huang*, Liang-Jian Deng*, Zhong-Cheng Wu, Gemine Vivone, “A New Context-Aware Details Injection Fidelity with Adaptive Coefficients Estimation for Variational Pansharpening”, IEEE Transactions on Geoscience and Remote Sensing, 2022. [PDF] [Code]

• Tian-Jing Zhang, Liang-Jian Deng*, Zhong-Cheng Wu, Chao-Chao Zheng, “An Iterative Approach for Image Fusion with Dynamic Gradient Sparsity and Anisotropic Spectral-Spatial Total Variation”, Signal, Image and Video Processing, 2022.

• Zhihao Wang, Wenjin Qin, Zhongcheng Wu, Hailin Wang, Jianjun Wang*, “High-Order Tensor Low-Rank Approximation with Application in Color Video Recovery”, Journal of Electronic Imaging, 2022.

• Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Hong-Xia Dou, Deyu Meng, “Tensor Wheel Decomposition and Its Tensor Completion Application”, NeurIPS, 2022. [PDF] [Appendix] [Poster] [Slides] [Code]

2021

• Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Jin-Fan Hu, Gemine Vivone, “VO+Net: An Adaptive Approach Using Variational Optimization and Deep Learning for Panchromatic Sharpening”, IEEE Transactions on Geoscience and Remote Sensing, 2021. [Code] (ESI Highly Cited Paper)

2020

• Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone, Jia-Qing Miao, Jin-Fan Hu, Xi-Le Zhao, “A New Variational Approach Based on Proximal Deep Injection and Gradient Intensity Similarity for Spatio-Spectral Image Fusion”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020. [Code]

Educations

• 2021.09 - Present:  Ph.D., Mathematics, University of Electronic Science and Technology of China (UESTC), China
• 2019.09 - 2021.06:  M.S., Mathematics, University of Electronic Science and Technology of China (UESTC), China
• 2015.09 - 2019.06:  B.S., Information and Computing Science, Anhui University of Finance and Economics (AUFE), China

Honors and Awards

• Academic Promising Talent Award, 2021 and 2024
• 中国航天科技集团 CASC 奖学金, 2024
• National Scholarship, 2023
• Outstanding Postgraduate, 2021 and 2023
• Academic Scholarship, 2019, 2021, 2022, and 2023
• Special Postgraduate Scholarship of Science, 2021
• Provincial Outstanding Graduate (Top 3%), 2019

Academic Activities

Review Editor

• Frontiers in Remote Sensing, …

Reviewer

• NeurIPS 2025, Information Fusion, IEEE TIP/TGRS/GRSL, Signal Processing, MDPI Remote Sensing, SPIE JEI, …